So where can I get a new one? It's normally the sort of thing you can find fairly cheaply on eBay but I can't seem to work out an appropriate search to actually find one.
There's actually two of them of course, one inside the bath and one outside.
The old ones are about 7cm dia outside, 4cm inside and a couple of mm thick. Thicker, softer ones would be better.